II rok (II year)

Signal Processing - Labolatory 2025/2026

The aim of the course is as follows: 1. Acquainting students with the fundamental problems related to the design and exploitation of mechanical elements 2. Acquainting students with the knowledge on different types of joints of mechanical elements, 3. Acquainting students with typical elements of machines and the principle of designing mechanical devices in relation to technology and materials science, 4. Presentation of basic formulas and relationships indispensible to analyze and verify machine elements.

Embedded Systems (2025/2026 L)

Theoretical basis and practical applications of multivariate analysis, principal components analysis, discriminative analysis, factor analysis and cluster analysis - using provided mostly by R programming language and some Python libraries (pandas, matplotlib, scipy, numpy). Preprocessing of multivariate data. Data visualization and presentation of analyzes outcomes. Different kinds of regression - selection of appropriate method and its application.

The first part of the course covers the basics of client-server web applications architecture design. Sping Boot technology is briefly presented, on a level which allows to develop server side of a web application with the usage of REST technology. During the lecture student gets familiar with the structure of JSON format, as well as with generating the output of an application using JSON format. The second part of the lecture covers rules for developing rich client-side of a web application in JavaScript (Typescript) and Angular framework.

Introduction to Medical Sciences - LAB

Microprocessor Systems

Introduction to Medical Sciences - LAB